Clinical validation of saliency maps for understanding deep neural networks in ophthalmology.
Murat Seçkin AyhanLouis Benedikt KümmerleLaura KühleweinWerner InhoffenGulnar AliyevaFocke ZiemssenPhilipp BerensPublished in: Medical Image Anal. (2022)
Keyphrases
- saliency map
- neural network
- visual attention
- visual saliency
- salient object detection
- human visual system
- visual saliency detection
- back propagation
- saliency estimation
- saliency detection
- salient regions
- feature maps
- artificial neural networks
- video frames
- natural scenes
- input image
- natural images
- eye fixations
- low level features
- focus of attention
- image processing
- information retrieval
- image representation
- real time